| <div style="max-width: 860px; margin: 0 auto; font-size: 15px; line-height: 1.6;"> |
| <p align="center" style="margin: 8px 0 0;"> |
| <a href="https://dakera.ai"><img src="https://dakera.ai/assets/logo-128.png" width="88" alt="Dakera logo" style="display: inline-block; border-radius: 16px;"></a> |
| </p> |
| <h1 align="center" style="margin: 8px 0 4px; font-size: 2em;">Dakera</h1> |
| <p align="center" style="margin: 0 0 12px;"><b>Self-hosted memory engine for AI agents.</b><br>Long-term memory that survives sessions, in one Rust binary on your own servers.</p> |
| <p align="center"> |
| <a href="https://dakera.ai"><img alt="Website" src="https://img.shields.io/badge/Website-dakera.ai-c9a227?style=flat-square" style="display: inline-block;"></a> |
| <a href="https://dakera.ai/docs"><img alt="Docs" src="https://img.shields.io/badge/Docs-dakera.ai%2Fdocs-0b0b0b?style=flat-square" style="display: inline-block;"></a> |
| <a href="https://github.com/Dakera-AI"><img alt="GitHub" src="https://img.shields.io/badge/GitHub-Dakera--AI-181717?style=flat-square&logo=github&logoColor=white" style="display: inline-block;"></a> |
| <a href="https://www.linkedin.com/company/dakera-ai"><img alt="LinkedIn" src="https://img.shields.io/badge/LinkedIn-Dakera%20AI-0a66c2?style=flat-square" style="display: inline-block;"></a> |
| </p> |
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| <p><b>Dakera gives AI agents a memory.</b> Store what your agents learn, recall it by meaning and by keyword, and let it fade or strengthen with use: hybrid vector and full-text retrieval, cross-encoder reranking, entity extraction, sessions and importance decay, behind a REST, gRPC and MCP API. Everything runs on your own infrastructure, CPU-only if you like, with no external AI service.</p> |
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| <pre style="padding: 12px 16px; border-radius: 8px; overflow-x: auto; background: #0b0b0b; color: #f5d76e; font-size: 13px;"><code>docker run -p 3000:3000 -e DAKERA_ROOT_API_KEY=dk-mykey ghcr.io/dakera-ai/dakera:latest</code></pre> |
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| <h3 style="font-size: 1.3em; font-weight: 700; margin: 22px 0 8px; padding-bottom: 4px; border-bottom: 2px solid #c9a227;">Models</h3> |
| <p>Dakera runs its models locally with ONNX Runtime. This organisation holds verified copies of every model Dakera downloads (byte-for-byte identical to the originals, credited to their authors under their own licences, checked against the same SHA-256 whichever source a server downloads from) and Dakera's own int8 builds of the GLiNER entity extraction models.</p> |
| <ul style="list-style: none; padding-left: 0; margin: 6px 0;"> |
| <li style="margin: 6px 0;">🧠 <b>Embedding:</b> <a href="https://huggingface.co/DakeraAI/bge-large-en-v1.5" style="color: #a37e12; text-decoration: underline;">bge-large-en-v1.5</a> (default), <a href="https://huggingface.co/DakeraAI/bge-small-en-v1.5" style="color: #a37e12; text-decoration: underline;">bge-small-en-v1.5</a>, <a href="https://huggingface.co/DakeraAI/e5-small-v2" style="color: #a37e12; text-decoration: underline;">e5-small-v2</a>, <a href="https://huggingface.co/DakeraAI/all-MiniLM-L6-v2" style="color: #a37e12; text-decoration: underline;">all-MiniLM-L6-v2</a>, <a href="https://huggingface.co/DakeraAI/bge-m3" style="color: #a37e12; text-decoration: underline;">bge-m3</a>, <a href="https://huggingface.co/DakeraAI/modernbert-embed-base" style="color: #a37e12; text-decoration: underline;">modernbert-embed-base</a>, <a href="https://huggingface.co/DakeraAI/gte-modernbert-base" style="color: #a37e12; text-decoration: underline;">gte-modernbert-base</a></li> |
| <li style="margin: 6px 0;">🎯 <b>Late interaction:</b> <a href="https://huggingface.co/DakeraAI/answerai-colbert-small-v1" style="color: #a37e12; text-decoration: underline;">answerai-colbert-small-v1</a></li> |
| <li style="margin: 6px 0;">🏆 <b>Reranking:</b> <a href="https://huggingface.co/DakeraAI/bge-reranker-v2-m3-ONNX" style="color: #a37e12; text-decoration: underline;">bge-reranker-v2-m3</a> (default), <a href="https://huggingface.co/DakeraAI/bge-reranker-base" style="color: #a37e12; text-decoration: underline;">bge-reranker-base</a></li> |
| <li style="margin: 6px 0;">🏷️ <b>Entity extraction (int8, built by Dakera):</b> <a href="https://huggingface.co/DakeraAI/gliner-bi-small-v2.0-int8" style="color: #a37e12; text-decoration: underline;">gliner-bi-small</a> (default, English), <a href="https://huggingface.co/DakeraAI/gliner-x-small-int8" style="color: #a37e12; text-decoration: underline;">gliner-x-small</a> (default, multilingual), <a href="https://huggingface.co/DakeraAI/gliner-bi-edge-v2.0-int8" style="color: #a37e12; text-decoration: underline;">gliner-bi-edge</a>, <a href="https://huggingface.co/DakeraAI/gliner_medium-v2.1-int8" style="color: #a37e12; text-decoration: underline;">gliner-medium</a>, <a href="https://huggingface.co/DakeraAI/gliner_multi-v2.1-int8" style="color: #a37e12; text-decoration: underline;">gliner-multi</a></li> |
| <li style="margin: 6px 0;">🗂️ <b>Intent detection:</b> <a href="https://huggingface.co/DakeraAI/paraphrase-multilingual-MiniLM-L12-v2" style="color: #a37e12; text-decoration: underline;">paraphrase-multilingual-MiniLM-L12-v2</a> (forget requests, standing instructions)</li> |
| <li style="margin: 6px 0;">🎙️ <b>Speech to text:</b> <a href="https://huggingface.co/DakeraAI/whisper-tiny.en" style="color: #a37e12; text-decoration: underline;">whisper-tiny.en</a>, <a href="https://huggingface.co/DakeraAI/whisper-base.en" style="color: #a37e12; text-decoration: underline;">whisper-base.en</a>, <a href="https://huggingface.co/DakeraAI/whisper-tiny" style="color: #a37e12; text-decoration: underline;">whisper-tiny</a>, <a href="https://huggingface.co/DakeraAI/whisper-base" style="color: #a37e12; text-decoration: underline;">whisper-base</a> (default), <a href="https://huggingface.co/DakeraAI/whisper-small" style="color: #a37e12; text-decoration: underline;">whisper-small</a></li> |
| <li style="margin: 6px 0;">🖼️ <b>Image and page retrieval:</b> <a href="https://huggingface.co/DakeraAI/colmodernvbert" style="color: #a37e12; text-decoration: underline;">colmodernvbert</a></li> |
| </ul> |
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| <h3 style="font-size: 1.3em; font-weight: 700; margin: 22px 0 8px; padding-bottom: 4px; border-bottom: 2px solid #c9a227;">Build with Dakera</h3> |
| <ul style="list-style: none; padding-left: 0; margin: 6px 0;"> |
| <li style="margin: 6px 0;">🚀 <b>Self-hosting</b> (Docker, Kubernetes, Helm): <a href="https://github.com/Dakera-AI/dakera-deploy" style="color: #a37e12; text-decoration: underline;">dakera-deploy</a>, <a href="https://github.com/Dakera-AI/dakera-helm" style="color: #a37e12; text-decoration: underline;">dakera-helm</a></li> |
| <li style="margin: 6px 0;">🔌 <b>MCP server</b> for Claude, Cursor and other agents: <a href="https://github.com/Dakera-AI/dakera-mcp" style="color: #a37e12; text-decoration: underline;">dakera-mcp</a></li> |
| <li style="margin: 6px 0;">🧰 <b>SDKs:</b> <a href="https://github.com/Dakera-AI/dakera-py" style="color: #a37e12; text-decoration: underline;">Python</a>, <a href="https://github.com/Dakera-AI/dakera-js" style="color: #a37e12; text-decoration: underline;">TypeScript</a>, <a href="https://github.com/Dakera-AI/dakera-go" style="color: #a37e12; text-decoration: underline;">Go</a>, <a href="https://github.com/Dakera-AI/dakera-rs" style="color: #a37e12; text-decoration: underline;">Rust</a></li> |
| <li style="margin: 6px 0;">🦜 <b>Frameworks:</b> <a href="https://github.com/Dakera-AI/dakera-langchain" style="color: #a37e12; text-decoration: underline;">LangChain</a>, <a href="https://github.com/Dakera-AI/dakera-langchain-js" style="color: #a37e12; text-decoration: underline;">LangChain.js</a>, <a href="https://github.com/Dakera-AI/dakera-llamaindex" style="color: #a37e12; text-decoration: underline;">LlamaIndex</a>, <a href="https://github.com/Dakera-AI/dakera-crewai" style="color: #a37e12; text-decoration: underline;">CrewAI</a>, <a href="https://github.com/Dakera-AI/dakera-autogen" style="color: #a37e12; text-decoration: underline;">AutoGen</a>, <a href="https://github.com/Dakera-AI/dakera-ai-sdk" style="color: #a37e12; text-decoration: underline;">Vercel AI SDK</a>, <a href="https://github.com/Dakera-AI/strands-dakera" style="color: #a37e12; text-decoration: underline;">Strands</a></li> |
| <li style="margin: 6px 0;">⌨️ <b>Command line:</b> <a href="https://github.com/Dakera-AI/dakera-cli" style="color: #a37e12; text-decoration: underline;">dakera-cli</a></li> |
| </ul> |
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| <h3 style="font-size: 1.3em; font-weight: 700; margin: 22px 0 8px; padding-bottom: 4px; border-bottom: 2px solid #c9a227;">Get in touch</h3> |
| <p>Questions, feedback or a feature you need: <b><a href="mailto:amine@dakera.ai" style="color: #a37e12; text-decoration: underline;">amine@dakera.ai</a></b></p> |
| <p align="center" style="margin-top: 16px;"><a href="https://dakera.ai">dakera.ai</a> · <a href="https://dakera.ai/docs">Docs</a> · <a href="https://github.com/Dakera-AI">GitHub</a> · <a href="https://www.linkedin.com/company/dakera-ai">LinkedIn</a></p> |
| </div> |
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